Pandas Profiling Report

Dataset statistics

Number of variables	28
Number of observations	159491
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	39.3 MiB
Average record size in memory	258.5 B

Variable types

Numeric	26
Categorical	2

Alerts

`Group` has a high cardinality: 1197 distinct values	High cardinality
`Per2` is highly overall correlated with `Normalised_FNT`	High correlation
`Dem1` is highly overall correlated with `Target`	High correlation
`Dem4` is highly overall correlated with `Target`	High correlation
`Dem5` is highly overall correlated with `Target`	High correlation
`Dem8` is highly overall correlated with `Dem9`	High correlation
`Dem9` is highly overall correlated with `Dem8`	High correlation
`Normalised_FNT` is highly overall correlated with `Per2`	High correlation
`Target` is highly overall correlated with `Dem1` and 2 other fields	High correlation
`Target` is highly imbalanced (98.2%)	Imbalance
`id` is uniformly distributed	Uniform
`id` has unique values	Unique

Reproduction

Analysis started	2023-09-22 03:07:51.063455
Analysis finished	2023-09-22 03:10:54.251036
Duration	3 minutes and 3.19 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

id
Real number (ℝ)

UNIFORM UNIQUE

Distinct	159491
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	142468.44

Minimum	0
Maximum	284805
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.4 MiB

Quantile statistics

Minimum	0
5-th percentile	14237.5
Q1	71266.5
median	142495
Q3	213507.5
95-th percentile	270645.5
Maximum	284805
Range	284805
Interquartile range (IQR)	142241

Descriptive statistics

Standard deviation	82191.005
Coefficient of variation (CV)	0.57690677
Kurtosis	-1.1981859
Mean	142468.44
Median Absolute Deviation (MAD)	71112
Skewness	-0.00012986961
Sum	2.2722433 × 10¹⁰
Variance	6.7553613 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
64508	1	< 0.1%
157429	1	< 0.1%
44057	1	< 0.1%
148762	1	< 0.1%
251853	1	< 0.1%
276305	1	< 0.1%
7814	1	< 0.1%
46230	1	< 0.1%
193263	1	< 0.1%
144371	1	< 0.1%
Other values (159481)	159481	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%
11	1	< 0.1%

Value	Count	Frequency (%)
284805	1	< 0.1%
284804	1	< 0.1%
284803	1	< 0.1%
284802	1	< 0.1%
284801	1	< 0.1%
284800	1	< 0.1%
284798	1	< 0.1%
284797	1	< 0.1%
284794	1	< 0.1%
284793	1	< 0.1%

Group
Categorical

Distinct	1197
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	2.4 MiB

Grp42	1029
Grp184	997
Grp137	997
Grp108	996
Grp36	987
Other values (1192)	154485

Length

Max length	7
Median length	6
Mean length	5.5505452
Min length	4

Characters and Unicode

Total characters	885262
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	291 ?
Unique (%)	0.2%

Sample

1st row	Grp66
2nd row	Grp10
3rd row	Grp46
4th row	Grp71
5th row	Grp143

Common Values

Value	Count	Frequency (%)
Grp42	1029	0.6%
Grp184	997	0.6%
Grp137	997	0.6%
Grp108	996	0.6%
Grp36	987	0.6%
Grp22	983	0.6%
Grp141	978	0.6%
Grp59	974	0.6%
Grp45	971	0.6%
Grp70	969	0.6%
Other values (1187)	149610	93.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
grp42	1029	0.6%
grp137	997	0.6%
grp184	997	0.6%
grp108	996	0.6%
grp36	987	0.6%
grp22	983	0.6%
grp141	978	0.6%
grp59	974	0.6%
grp45	971	0.6%
grp70	969	0.6%
Other values (1187)	149610	93.8%

Most occurring characters

Value	Count	Frequency (%)
G	159491	18.0%
r	159491	18.0%
p	159491	18.0%
1	81971	9.3%
2	59714	6.7%
3	43822	5.0%
4	40671	4.6%
5	35836	4.0%
6	32038	3.6%
8	31188	3.5%
Other values (3)	81549	9.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	406789	46.0%
Lowercase Letter	318982	36.0%
Uppercase Letter	159491	18.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	81971	20.2%
2	59714	14.7%
3	43822	10.8%
4	40671	10.0%
5	35836	8.8%
6	32038	7.9%
8	31188	7.7%
7	28046	6.9%
0	27641	6.8%
9	25862	6.4%

Lowercase Letter

Value	Count	Frequency (%)
r	159491	50.0%
p	159491	50.0%

Uppercase Letter

Value	Count	Frequency (%)
G	159491	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	478473	54.0%
Common	406789	46.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	81971	20.2%
2	59714	14.7%
3	43822	10.8%
4	40671	10.0%
5	35836	8.8%
6	32038	7.9%
8	31188	7.7%
7	28046	6.9%
0	27641	6.8%
9	25862	6.4%

Latin

Value	Count	Frequency (%)
G	159491	33.3%
r	159491	33.3%
p	159491	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	885262	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
G	159491	18.0%
r	159491	18.0%
p	159491	18.0%
1	81971	9.3%
2	59714	6.7%
3	43822	5.0%
4	40671	4.6%
5	35836	4.0%
6	32038	3.6%
8	31188	3.5%
Other values (3)	81549	9.2%

Per1
Real number (ℝ)

Distinct	1629
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6667199

Minimum	-12.823333
Maximum	1.4833333
Zeros	130
Zeros (%)	0.1%
Negative	14585
Negative (%)	9.1%
Memory size	2.4 MiB

Quantile statistics

Minimum	-12.823333
5-th percentile	-0.29666667
Q1	0.36
median	0.67
Q3	1.1066667
95-th percentile	1.36
Maximum	1.4833333
Range	14.306667
Interquartile range (IQR)	0.74666667

Descriptive statistics

Standard deviation	0.65072651
Coefficient of variation (CV)	0.97601184
Kurtosis	29.672648
Mean	0.6667199
Median Absolute Deviation (MAD)	0.4
Skewness	-3.188117
Sum	106335.82
Variance	0.42344499
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.353333333	1434	0.9%
1.35	1311	0.8%
1.346666667	1300	0.8%
1.08	1275	0.8%
1.086666667	1196	0.7%
1.063333333	1188	0.7%
1.06	1182	0.7%
1.343333333	1164	0.7%
1.066666667	1158	0.7%
1.356666667	1143	0.7%
Other values (1619)	147140	92.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-12.82333333	1	< 0.1%
-12.68	1	< 0.1%
-11.85333333	1	< 0.1%
-11.30333333	1	< 0.1%
-11.23333333	1	< 0.1%
-11.18333333	1	< 0.1%
-11.09	1	< 0.1%
-10.87	1	< 0.1%
-10.86333333	1	< 0.1%
-10.46666667	1	< 0.1%

Value	Count	Frequency (%)
1.483333333	1	< 0.1%
1.48	1	< 0.1%
1.473333333	4	< 0.1%
1.47	7	< 0.1%
1.466666667	8	< 0.1%
1.463333333	15	< 0.1%
1.46	14	< 0.1%
1.456666667	31	< 0.1%
1.453333333	31	< 0.1%
1.45	51	< 0.1%

Per2
Real number (ℝ)

Distinct	2104
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66867932

Minimum	-16.126667
Maximum	8.02
Zeros	67
Zeros (%)	< 0.1%
Negative	7690
Negative (%)	4.8%
Memory size	2.4 MiB

Quantile statistics

Minimum	-16.126667
5-th percentile	0.01
Q1	0.47
median	0.69
Q3	0.93666667
95-th percentile	1.27
Maximum	8.02
Range	24.146667
Interquartile range (IQR)	0.46666667

Descriptive statistics

Standard deviation	0.54393659
Coefficient of variation (CV)	0.81344911
Kurtosis	72.174797
Mean	0.66867932
Median Absolute Deviation (MAD)	0.23333333
Skewness	-4.0563582
Sum	106648.33
Variance	0.29586702
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6533333333	819	0.5%
0.6566666667	787	0.5%
0.65	777	0.5%
0.6466666667	763	0.5%
0.66	759	0.5%
0.6666666667	758	0.5%
0.6966666667	757	0.5%
0.7133333333	755	0.5%
0.6933333333	750	0.5%
0.6433333333	743	0.5%
Other values (2094)	151823	95.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-16.12666667	1	< 0.1%
-14.21333333	1	< 0.1%
-13.39	1	< 0.1%
-12.60666667	1	< 0.1%
-12.23	1	< 0.1%
-12.14666667	1	< 0.1%
-12.14333333	1	< 0.1%
-12.10333333	1	< 0.1%
-11.98	1	< 0.1%
-11.84	1	< 0.1%

Value	Count	Frequency (%)
8.02	1	< 0.1%
7.056666667	1	< 0.1%
6.726666667	1	< 0.1%
6.643333333	1	< 0.1%
6.473333333	1	< 0.1%
6.166666667	2	< 0.1%
6.143333333	1	< 0.1%
6.053333333	1	< 0.1%
5.96	1	< 0.1%
5.866666667	1	< 0.1%

Per3
Real number (ℝ)

Distinct	1365
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66534168

Minimum	-15.443333
Maximum	2.0633333
Zeros	129
Zeros (%)	0.1%
Negative	12605
Negative (%)	7.9%
Memory size	2.4 MiB

Quantile statistics

Minimum	-15.443333
5-th percentile	-0.13
Q1	0.36666667
median	0.72333333
Q3	1.01
95-th percentile	1.3533333
Maximum	2.0633333
Range	17.506667
Interquartile range (IQR)	0.64333333

Descriptive statistics

Standard deviation	0.50733468
Coefficient of variation (CV)	0.7625175
Kurtosis	31.450028
Mean	0.66534168
Median Absolute Deviation (MAD)	0.31333333
Skewness	-2.4171461
Sum	106116.01
Variance	0.25738847
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7666666667	630	0.4%
0.77	627	0.4%
0.7633333333	611	0.4%
0.76	594	0.4%
0.7233333333	569	0.4%
0.72	565	0.4%
0.7533333333	553	0.3%
0.7566666667	552	0.3%
0.7733333333	533	0.3%
0.8033333333	527	0.3%
Other values (1355)	153730	96.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-15.44333333	1	< 0.1%
-10.32333333	1	< 0.1%
-10.15	1	< 0.1%
-9.936666667	1	< 0.1%
-9.52	1	< 0.1%
-9.393333333	2	< 0.1%
-9.336666667	1	< 0.1%
-9.156666667	1	< 0.1%
-8.973333333	1	< 0.1%
-8.803333333	1	< 0.1%

Value	Count	Frequency (%)
2.063333333	1	< 0.1%
2.033333333	1	< 0.1%
2.023333333	1	< 0.1%
2.01	1	< 0.1%
1.99	1	< 0.1%
1.983333333	1	< 0.1%
1.98	1	< 0.1%
1.976666667	2	< 0.1%
1.973333333	1	< 0.1%
1.963333333	1	< 0.1%

Per4
Real number (ℝ)

Distinct	1222
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66645129

Minimum	-1.2266667
Maximum	5.7666667
Zeros	132
Zeros (%)	0.1%
Negative	10049
Negative (%)	6.3%
Memory size	2.4 MiB

Quantile statistics

Minimum	-1.2266667
5-th percentile	-0.066666667
Q1	0.38333333
median	0.66
Q3	0.91333333
95-th percentile	1.5266667
Maximum	5.7666667
Range	6.9933333
Interquartile range (IQR)	0.53

Descriptive statistics

Standard deviation	0.47246628
Coefficient of variation (CV)	0.70892845
Kurtosis	2.4237844
Mean	0.66645129
Median Absolute Deviation (MAD)	0.26666667
Skewness	0.65514943
Sum	106292.98
Variance	0.22322439
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8033333333	758	0.5%
0.8066666667	706	0.4%
0.78	704	0.4%
0.8333333333	699	0.4%
0.74	687	0.4%
0.48	670	0.4%
0.7766666667	664	0.4%
0.4766666667	662	0.4%
0.7433333333	662	0.4%
0.46	659	0.4%
Other values (1212)	152620	95.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.226666667	1	< 0.1%
-1.2	1	< 0.1%
-1.186666667	1	< 0.1%
-1.14	1	< 0.1%
-1.133333333	1	< 0.1%
-1.09	1	< 0.1%
-1.076666667	1	< 0.1%
-1.06	1	< 0.1%
-1.05	1	< 0.1%
-1.023333333	1	< 0.1%

Value	Count	Frequency (%)
5.766666667	1	< 0.1%
5.046666667	1	< 0.1%
4.9	1	< 0.1%
4.703333333	1	< 0.1%
4.643333333	1	< 0.1%
4.616666667	1	< 0.1%
4.603333333	1	< 0.1%
4.596666667	1	< 0.1%
4.476666667	1	< 0.1%
4.41	1	< 0.1%

Per5
Real number (ℝ)

Distinct	1686
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66755694

Minimum	-37.246667
Maximum	11.636667
Zeros	82
Zeros (%)	0.1%
Negative	4716
Negative (%)	3.0%
Memory size	2.4 MiB

Quantile statistics

Minimum	-37.246667
5-th percentile	0.1
Q1	0.44
median	0.65
Q3	0.87333333
95-th percentile	1.3633333
Maximum	11.636667
Range	48.883333
Interquartile range (IQR)	0.43333333

Descriptive statistics

Standard deviation	0.4623066
Coefficient of variation (CV)	0.69253508
Kurtosis	329.19462
Mean	0.66755694
Median Absolute Deviation (MAD)	0.21666667
Skewness	-4.3312815
Sum	106469.32
Variance	0.21372739
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.64	734	0.5%
0.6166666667	730	0.5%
0.6133333333	727	0.5%
0.6366666667	724	0.5%
0.6333333333	720	0.5%
0.65	717	0.4%
0.6933333333	711	0.4%
0.69	708	0.4%
0.5666666667	703	0.4%
0.6266666667	701	0.4%
Other values (1676)	152316	95.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-37.24666667	1	< 0.1%
-13.38333333	1	< 0.1%
-12.81	1	< 0.1%
-11.06	1	< 0.1%
-10.03	1	< 0.1%
-9.243333333	1	< 0.1%
-8.786666667	1	< 0.1%
-8.583333333	1	< 0.1%
-8.58	1	< 0.1%
-7.203333333	1	< 0.1%

Value	Count	Frequency (%)
11.63666667	1	< 0.1%
11.15333333	1	< 0.1%
10.25333333	1	< 0.1%
8.886666667	1	< 0.1%
8.786666667	1	< 0.1%
8.35	1	< 0.1%
7.62	1	< 0.1%
7.47	1	< 0.1%
7.06	1	< 0.1%
6.87	1	< 0.1%

Per6
Real number (ℝ)

Distinct	1342
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66717618

Minimum	-6.6433333
Maximum	25.1
Zeros	41
Zeros (%)	< 0.1%
Negative	1911
Negative (%)	1.2%
Memory size	2.4 MiB

Quantile statistics

Minimum	-6.6433333
5-th percentile	0.19666667
Q1	0.41
median	0.57666667
Q3	0.8
95-th percentile	1.72
Maximum	25.1
Range	31.743333
Interquartile range (IQR)	0.39

Descriptive statistics

Standard deviation	0.44419872
Coefficient of variation (CV)	0.66578923
Kurtosis	66.930627
Mean	0.66717618
Median Absolute Deviation (MAD)	0.18666667
Skewness	2.3600193
Sum	106408.6
Variance	0.1973125
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4666666667	952	0.6%
0.4733333333	934	0.6%
0.4766666667	912	0.6%
0.47	903	0.6%
0.4933333333	894	0.6%
0.48	893	0.6%
0.4633333333	886	0.6%
0.4966666667	879	0.6%
0.4866666667	877	0.5%
0.4333333333	848	0.5%
Other values (1332)	150513	94.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-6.643333333	1	< 0.1%
-6.416666667	1	< 0.1%
-6	1	< 0.1%
-5.19	1	< 0.1%
-4.89	1	< 0.1%
-4.703333333	1	< 0.1%
-4.686666667	1	< 0.1%
-3.863333333	1	< 0.1%
-3.786666667	1	< 0.1%
-3.67	1	< 0.1%

Value	Count	Frequency (%)
25.1	1	< 0.1%
8.64	1	< 0.1%
8.176666667	1	< 0.1%
7.85	1	< 0.1%
7.796666667	1	< 0.1%
7.77	1	< 0.1%
6.69	1	< 0.1%
6.34	1	< 0.1%
6.163333333	1	< 0.1%
6.136666667	1	< 0.1%

Per7
Real number (ℝ)

Distinct	1680
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66689742

Minimum	-13.853333
Maximum	40.863333
Zeros	47
Zeros (%)	< 0.1%
Negative	3381
Negative (%)	2.1%
Memory size	2.4 MiB

Quantile statistics

Minimum	-13.853333
5-th percentile	0.19
Q1	0.48333333
median	0.68
Q3	0.85666667
95-th percentile	1.1366667
Maximum	40.863333
Range	54.716667
Interquartile range (IQR)	0.37333333

Descriptive statistics

Standard deviation	0.4162463
Coefficient of variation (CV)	0.6241534
Kurtosis	637.60604
Mean	0.66689742
Median Absolute Deviation (MAD)	0.18666667
Skewness	5.3222393
Sum	106364.14
Variance	0.17326098
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.69	1011	0.6%
0.6966666667	1002	0.6%
0.6866666667	998	0.6%
0.7	976	0.6%
0.7033333333	972	0.6%
0.67	964	0.6%
0.6933333333	958	0.6%
0.71	951	0.6%
0.6733333333	946	0.6%
0.7066666667	945	0.6%
Other values (1670)	149768	93.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-13.85333333	1	< 0.1%
-11.68666667	1	< 0.1%
-9.733333333	2	< 0.1%
-8.74	1	< 0.1%
-8.67	1	< 0.1%
-7.46	1	< 0.1%
-7.126666667	1	< 0.1%
-7.063333333	1	< 0.1%
-6.84	1	< 0.1%
-6.763333333	1	< 0.1%

Value	Count	Frequency (%)
40.86333333	1	< 0.1%
15.35	1	< 0.1%
12.96	1	< 0.1%
12.89333333	1	< 0.1%
12.1	1	< 0.1%
11.17666667	1	< 0.1%
10.96666667	1	< 0.1%
10.16666667	1	< 0.1%
10.08	1	< 0.1%
9.413333333	1	< 0.1%

Per8
Real number (ℝ)

Distinct	1810
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66691792

Minimum	-16.313333
Maximum	7.1966667
Zeros	12
Zeros (%)	< 0.1%
Negative	4193
Negative (%)	2.6%
Memory size	2.4 MiB

Quantile statistics

Minimum	-16.313333
5-th percentile	0.38333333
Q1	0.59666667
median	0.67333333
Q3	0.77666667
95-th percentile	1.0166667
Maximum	7.1966667
Range	23.51
Interquartile range (IQR)	0.18

Descriptive statistics

Standard deviation	0.39535622
Coefficient of variation (CV)	0.59281091
Kurtosis	155.91558
Mean	0.66691792
Median Absolute Deviation (MAD)	0.086666667
Skewness	-7.314787
Sum	106367.41
Variance	0.15630654
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6466666667	1902	1.2%
0.6533333333	1883	1.2%
0.6633333333	1858	1.2%
0.64	1838	1.2%
0.66	1833	1.1%
0.65	1816	1.1%
0.6366666667	1792	1.1%
0.6433333333	1786	1.1%
0.6566666667	1782	1.1%
0.6666666667	1762	1.1%
Other values (1800)	141239	88.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-16.31333333	1	< 0.1%
-13.16	1	< 0.1%
-13.01333333	1	< 0.1%
-12.56333333	1	< 0.1%
-12.42333333	1	< 0.1%
-11.78333333	1	< 0.1%
-10.84333333	1	< 0.1%
-9.96	1	< 0.1%
-8.92	1	< 0.1%
-8.68	1	< 0.1%

Value	Count	Frequency (%)
7.196666667	1	< 0.1%
7.056666667	1	< 0.1%
6.916666667	1	< 0.1%
6.903333333	1	< 0.1%
6.776666667	1	< 0.1%
6.76	1	< 0.1%
6.646666667	1	< 0.1%
6.633333333	1	< 0.1%
6.523333333	1	< 0.1%
6.35	1	< 0.1%

Per9
Real number (ℝ)

Distinct	1129
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66686762

Minimum	-3.7733333
Maximum	4.11
Zeros	107
Zeros (%)	0.1%
Negative	4983
Negative (%)	3.1%
Memory size	2.4 MiB

Quantile statistics

Minimum	-3.7733333
5-th percentile	0.08
Q1	0.45333333
median	0.65
Q3	0.86666667
95-th percentile	1.26
Maximum	4.11
Range	7.8833333
Interquartile range (IQR)	0.41333333

Descriptive statistics

Standard deviation	0.36603855
Coefficient of variation (CV)	0.54889238
Kurtosis	3.501651
Mean	0.66686762
Median Absolute Deviation (MAD)	0.20666667
Skewness	0.53993555
Sum	106359.38
Variance	0.13398422
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.65	899	0.6%
0.6333333333	881	0.6%
0.6166666667	837	0.5%
0.6566666667	806	0.5%
0.6366666667	806	0.5%
0.6133333333	801	0.5%
0.6533333333	800	0.5%
0.6233333333	799	0.5%
0.64	784	0.5%
0.62	771	0.5%
Other values (1119)	151307	94.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.773333333	1	< 0.1%
-3.043333333	1	< 0.1%
-2.493333333	1	< 0.1%
-2.486666667	2	< 0.1%
-2.426666667	1	< 0.1%
-2.32	1	< 0.1%
-2.246666667	1	< 0.1%
-2.21	1	< 0.1%
-1.976666667	1	< 0.1%
-1.936666667	1	< 0.1%

Value	Count	Frequency (%)
4.11	1	< 0.1%
4.103333333	1	< 0.1%
3.756666667	1	< 0.1%
3.743333333	1	< 0.1%
3.736666667	1	< 0.1%
3.71	1	< 0.1%
3.703333333	1	< 0.1%
3.7	1	< 0.1%
3.693333333	1	< 0.1%
3.646666667	1	< 0.1%

Dem1
Real number (ℝ)

Distinct	846
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66675073

Minimum	-0.89333333
Maximum	4.6733333
Zeros	56
Zeros (%)	< 0.1%
Negative	2125
Negative (%)	1.3%
Memory size	2.4 MiB

Quantile statistics

Minimum	-0.89333333
5-th percentile	0.14333333
Q1	0.41333333
median	0.65666667
Q3	0.91333333
95-th percentile	1.2066667
Maximum	4.6733333
Range	5.5666667
Interquartile range (IQR)	0.5

Descriptive statistics

Standard deviation	0.34094199
Coefficient of variation (CV)	0.51134851
Kurtosis	1.7779174
Mean	0.66675073
Median Absolute Deviation (MAD)	0.25
Skewness	0.372918
Sum	106340.74
Variance	0.11624144
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6866666667	698	0.4%
0.5933333333	671	0.4%
0.4866666667	659	0.4%
0.4766666667	643	0.4%
0.6133333333	641	0.4%
0.5866666667	630	0.4%
0.7766666667	619	0.4%
0.6666666667	608	0.4%
0.64	603	0.4%
0.6166666667	599	0.4%
Other values (836)	153120	96.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.8933333333	1	< 0.1%
-0.78	1	< 0.1%
-0.7033333333	1	< 0.1%
-0.6833333333	1	< 0.1%
-0.6766666667	1	< 0.1%
-0.67	2	< 0.1%
-0.6666666667	2	< 0.1%
-0.6266666667	1	< 0.1%
-0.59	2	< 0.1%
-0.57	1	< 0.1%

Value	Count	Frequency (%)
4.673333333	1	< 0.1%
4.556666667	1	< 0.1%
4.426666667	1	< 0.1%
4.41	1	< 0.1%
4.383333333	1	< 0.1%
4.343333333	1	< 0.1%
4.283333333	1	< 0.1%
4.15	1	< 0.1%
4.093333333	1	< 0.1%
4.063333333	1	< 0.1%

Dem2
Real number (ℝ)

Distinct	749
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66628297

Minimum	-0.67
Maximum	3.0433333
Zeros	81
Zeros (%)	0.1%
Negative	3396
Negative (%)	2.1%
Memory size	2.4 MiB

Quantile statistics

Minimum	-0.67
5-th percentile	0.12
Q1	0.45
median	0.66
Q3	0.88666667
95-th percentile	1.2033333
Maximum	3.0433333
Range	3.7133333
Interquartile range (IQR)	0.43666667

Descriptive statistics

Standard deviation	0.33242896
Coefficient of variation (CV)	0.4989306
Kurtosis	0.2106816
Mean	0.66628297
Median Absolute Deviation (MAD)	0.22
Skewness	0.070256885
Sum	106266.14
Variance	0.11050901
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.62	787	0.5%
0.65	780	0.5%
0.68	779	0.5%
0.6666666667	777	0.5%
0.5966666667	776	0.5%
0.67	770	0.5%
0.6433333333	754	0.5%
0.66	747	0.5%
0.6566666667	730	0.5%
0.5933333333	725	0.5%
Other values (739)	151866	95.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.67	1	< 0.1%
-0.6533333333	1	< 0.1%
-0.6266666667	1	< 0.1%
-0.6166666667	1	< 0.1%
-0.5966666667	1	< 0.1%
-0.5833333333	2	< 0.1%
-0.5766666667	1	< 0.1%
-0.5666666667	2	< 0.1%
-0.56	1	< 0.1%
-0.5566666667	1	< 0.1%

Value	Count	Frequency (%)
3.043333333	1	< 0.1%
2.19	1	< 0.1%
2.156666667	1	< 0.1%
2.106666667	1	< 0.1%
2.086666667	1	< 0.1%
2.033333333	1	< 0.1%
1.983333333	1	< 0.1%
1.966666667	1	< 0.1%
1.953333333	1	< 0.1%
1.936666667	1	< 0.1%

Dem3
Real number (ℝ)

Distinct	723
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66615759

Minimum	-0.83333333
Maximum	3.6266667
Zeros	69
Zeros (%)	< 0.1%
Negative	3826
Negative (%)	2.4%
Memory size	2.4 MiB

Quantile statistics

Minimum	-0.83333333
5-th percentile	0.13333333
Q1	0.47
median	0.68333333
Q3	0.88333333
95-th percentile	1.1233333
Maximum	3.6266667
Range	4.46
Interquartile range (IQR)	0.41333333

Descriptive statistics

Standard deviation	0.30578825
Coefficient of variation (CV)	0.4590329
Kurtosis	0.29789459
Mean	0.66615759
Median Absolute Deviation (MAD)	0.20666667
Skewness	-0.30755148
Sum	106246.14
Variance	0.093506456
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6966666667	774	0.5%
0.6166666667	760	0.5%
0.7533333333	752	0.5%
0.7133333333	750	0.5%
0.72	733	0.5%
0.68	732	0.5%
0.7366666667	727	0.5%
0.6733333333	726	0.5%
0.7566666667	726	0.5%
0.7233333333	726	0.5%
Other values (713)	152085	95.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.8333333333	1	< 0.1%
-0.7333333333	1	< 0.1%
-0.6966666667	1	< 0.1%
-0.6766666667	1	< 0.1%
-0.67	1	< 0.1%
-0.63	1	< 0.1%
-0.6266666667	2	< 0.1%
-0.62	1	< 0.1%
-0.6133333333	1	< 0.1%
-0.5966666667	1	< 0.1%

Value	Count	Frequency (%)
3.626666667	1	< 0.1%
2.563333333	1	< 0.1%
2.556666667	1	< 0.1%
2.5	1	< 0.1%
2.376666667	1	< 0.1%
2.323333333	1	< 0.1%
2.266666667	1	< 0.1%
2.146666667	1	< 0.1%
2.123333333	1	< 0.1%
2.05	1	< 0.1%

Dem4
Real number (ℝ)

Distinct	909
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66644636

Minimum	-3.8533333
Maximum	6.44
Zeros	59
Zeros (%)	< 0.1%
Negative	3343
Negative (%)	2.1%
Memory size	2.4 MiB

Quantile statistics

Minimum	-3.8533333
5-th percentile	0.17
Q1	0.51
median	0.68666667
Q3	0.84
95-th percentile	1.1066667
Maximum	6.44
Range	10.293333
Interquartile range (IQR)	0.33

Descriptive statistics

Standard deviation	0.29203982
Coefficient of variation (CV)	0.43820454
Kurtosis	10.648391
Mean	0.66644636
Median Absolute Deviation (MAD)	0.16333333
Skewness	-1.0741766
Sum	106292.2
Variance	0.085287256
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7266666667	1007	0.6%
0.72	971	0.6%
0.7033333333	961	0.6%
0.74	956	0.6%
0.7233333333	926	0.6%
0.6966666667	925	0.6%
0.7366666667	924	0.6%
0.78	919	0.6%
0.7166666667	917	0.6%
0.7433333333	915	0.6%
Other values (899)	150070	94.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.853333333	1	< 0.1%
-3.766666667	1	< 0.1%
-3.75	1	< 0.1%
-3.56	1	< 0.1%
-3.553333333	1	< 0.1%
-3.476666667	2	< 0.1%
-3.46	2	< 0.1%
-3.41	1	< 0.1%
-3.39	1	< 0.1%
-3.37	1	< 0.1%

Value	Count	Frequency (%)
6.44	1	< 0.1%
3.43	1	< 0.1%
3.02	1	< 0.1%
2.7	1	< 0.1%
2.666666667	1	< 0.1%
2.573333333	1	< 0.1%
2.52	1	< 0.1%
2.34	1	< 0.1%
2.333333333	1	< 0.1%
2.283333333	1	< 0.1%

Dem5
Real number (ℝ)

Distinct	789
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66594322

Minimum	-2.43
Maximum	2.08
Zeros	54
Zeros (%)	< 0.1%
Negative	2254
Negative (%)	1.4%
Memory size	2.4 MiB

Quantile statistics

Minimum	-2.43
5-th percentile	0.21333333
Q1	0.5
median	0.66666667
Q3	0.83333333
95-th percentile	1.13
Maximum	2.08
Range	4.51
Interquartile range (IQR)	0.33333333

Descriptive statistics

Standard deviation	0.27923801
Coefficient of variation (CV)	0.41931204
Kurtosis	2.5341983
Mean	0.66594322
Median Absolute Deviation (MAD)	0.16666667
Skewness	-0.26496188
Sum	106211.95
Variance	0.077973867
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6433333333	984	0.6%
0.64	972	0.6%
0.6733333333	951	0.6%
0.6266666667	949	0.6%
0.7	933	0.6%
0.65	918	0.6%
0.6933333333	899	0.6%
0.7033333333	897	0.6%
0.63	894	0.6%
0.6566666667	891	0.6%
Other values (779)	150203	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2.43	1	< 0.1%
-2.39	1	< 0.1%
-2.363333333	1	< 0.1%
-2.286666667	1	< 0.1%
-2.276666667	1	< 0.1%
-2.223333333	1	< 0.1%
-2.176666667	1	< 0.1%
-2.166666667	1	< 0.1%
-2.05	1	< 0.1%
-2.02	1	< 0.1%

Value	Count	Frequency (%)
2.08	1	< 0.1%
2.066666667	1	< 0.1%
2.026666667	1	< 0.1%
2.016666667	1	< 0.1%
2.01	1	< 0.1%
1.953333333	1	< 0.1%
1.933333333	1	< 0.1%
1.923333333	2	< 0.1%
1.913333333	1	< 0.1%
1.91	1	< 0.1%

Dem6
Real number (ℝ)

Distinct	789
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66685069

Minimum	-0.97666667
Maximum	2.53
Zeros	47
Zeros (%)	< 0.1%
Negative	1868
Negative (%)	1.2%
Memory size	2.4 MiB

Quantile statistics

Minimum	-0.97666667
5-th percentile	0.21333333
Q1	0.51333333
median	0.66666667
Q3	0.82
95-th percentile	1.0933333
Maximum	2.53
Range	3.5066667
Interquartile range (IQR)	0.30666667

Descriptive statistics

Standard deviation	0.27131407
Coefficient of variation (CV)	0.4068588
Kurtosis	1.6927875
Mean	0.66685069
Median Absolute Deviation (MAD)	0.15333333
Skewness	0.11625795
Sum	106356.68
Variance	0.073611325
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6733333333	1149	0.7%
0.6366666667	1134	0.7%
0.69	1115	0.7%
0.7333333333	1112	0.7%
0.6933333333	1060	0.7%
0.67	1057	0.7%
0.6033333333	1054	0.7%
0.6133333333	1050	0.7%
0.6	1048	0.7%
0.6166666667	1045	0.7%
Other values (779)	148667	93.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.9766666667	1	< 0.1%
-0.8	1	< 0.1%
-0.7966666667	1	< 0.1%
-0.79	1	< 0.1%
-0.7833333333	1	< 0.1%
-0.6766666667	1	< 0.1%
-0.6733333333	1	< 0.1%
-0.6533333333	1	< 0.1%
-0.65	1	< 0.1%
-0.6366666667	1	< 0.1%

Value	Count	Frequency (%)
2.53	1	< 0.1%
2.5	1	< 0.1%
2.41	1	< 0.1%
2.296666667	1	< 0.1%
2.266666667	1	< 0.1%
2.24	1	< 0.1%
2.233333333	1	< 0.1%
2.2	1	< 0.1%
2.173333333	1	< 0.1%
2.123333333	1	< 0.1%

Dem7
Real number (ℝ)

Distinct	1332
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66660693

Minimum	-17.5
Maximum	9.4133333
Zeros	9
Zeros (%)	< 0.1%
Negative	1092
Negative (%)	0.7%
Memory size	2.4 MiB

Quantile statistics

Minimum	-17.5
5-th percentile	0.48
Q1	0.59666667
median	0.64666667
Q3	0.71
95-th percentile	0.94666667
Maximum	9.4133333
Range	26.913333
Interquartile range (IQR)	0.11333333

Descriptive statistics

Standard deviation	0.25706463
Coefficient of variation (CV)	0.3856315
Kurtosis	307.19229
Mean	0.66660693
Median Absolute Deviation (MAD)	0.056666667
Skewness	-3.5370112
Sum	106317.81
Variance	0.066082226
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6266666667	2877	1.8%
0.6166666667	2831	1.8%
0.6233333333	2809	1.8%
0.6333333333	2796	1.8%
0.62	2776	1.7%
0.6366666667	2755	1.7%
0.63	2748	1.7%
0.61	2736	1.7%
0.6133333333	2702	1.7%
0.64	2688	1.7%
Other values (1322)	131773	82.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-17.5	1	< 0.1%
-8.67	1	< 0.1%
-6.653333333	1	< 0.1%
-6.51	1	< 0.1%
-6.34	1	< 0.1%
-6.186666667	1	< 0.1%
-6.173333333	1	< 0.1%
-6.08	1	< 0.1%
-6.07	1	< 0.1%
-6.033333333	1	< 0.1%

Value	Count	Frequency (%)
9.413333333	1	< 0.1%
8.71	1	< 0.1%
8.55	1	< 0.1%
8.546666667	1	< 0.1%
7.25	1	< 0.1%
6.63	1	< 0.1%
6.426666667	1	< 0.1%
6.146666667	1	< 0.1%
6.06	1	< 0.1%
5.84	1	< 0.1%

Dem8
Real number (ℝ)

Distinct	1356
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66672193

Minimum	-6.9333333
Maximum	9.7333333
Zeros	5
Zeros (%)	< 0.1%
Negative	996
Negative (%)	0.6%
Memory size	2.4 MiB

Quantile statistics

Minimum	-6.9333333
5-th percentile	0.49666667
Q1	0.59
median	0.65666667
Q3	0.73
95-th percentile	0.84666667
Maximum	9.7333333
Range	16.666667
Interquartile range (IQR)	0.14

Descriptive statistics

Standard deviation	0.24126336
Coefficient of variation (CV)	0.36186504
Kurtosis	169.83602
Mean	0.66672193
Median Absolute Deviation (MAD)	0.07
Skewness	3.3463973
Sum	106336.15
Variance	0.058208007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.58	2290	1.4%
0.6533333333	2172	1.4%
0.5766666667	2163	1.4%
0.6566666667	2127	1.3%
0.6466666667	2121	1.3%
0.6366666667	2091	1.3%
0.65	2081	1.3%
0.57	2067	1.3%
0.59	2067	1.3%
0.66	2055	1.3%
Other values (1346)	138257	86.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-6.933333333	1	< 0.1%
-6.89	1	< 0.1%
-6.54	1	< 0.1%
-6.086666667	1	< 0.1%
-5.543333333	1	< 0.1%
-5.533333333	1	< 0.1%
-4.973333333	1	< 0.1%
-4.596666667	1	< 0.1%
-4.02	1	< 0.1%
-3.993333333	1	< 0.1%

Value	Count	Frequency (%)
9.733333333	1	< 0.1%
8.196666667	1	< 0.1%
8.193333333	2	< 0.1%
7.353333333	1	< 0.1%
7.11	2	< 0.1%
7.103333333	1	< 0.1%
7.096666667	1	< 0.1%
7.093333333	1	< 0.1%
6.433333333	1	< 0.1%
6.286666667	1	< 0.1%

Dem9
Real number (ℝ)

Distinct	754
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66653859

Minimum	-2.2966667
Maximum	3.44
Zeros	17
Zeros (%)	< 0.1%
Negative	723
Negative (%)	0.5%
Memory size	2.4 MiB

Quantile statistics

Minimum	-2.2966667
5-th percentile	0.30666667
Q1	0.48666667
median	0.67
Q3	0.84333333
95-th percentile	1.0433333
Maximum	3.44
Range	5.7366667
Interquartile range (IQR)	0.35666667

Descriptive statistics

Standard deviation	0.24185644
Coefficient of variation (CV)	0.36285437
Kurtosis	2.0870928
Mean	0.66653859
Median Absolute Deviation (MAD)	0.18
Skewness	-0.17402965
Sum	106306.91
Variance	0.058494538
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6933333333	914	0.6%
0.7	868	0.5%
0.7066666667	867	0.5%
0.67	861	0.5%
0.66	847	0.5%
0.73	846	0.5%
0.47	846	0.5%
0.6633333333	841	0.5%
0.6766666667	840	0.5%
0.7033333333	839	0.5%
Other values (744)	150922	94.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2.296666667	1	< 0.1%
-2.176666667	1	< 0.1%
-2.16	1	< 0.1%
-2.15	1	< 0.1%
-1.776666667	1	< 0.1%
-1.703333333	1	< 0.1%
-1.643333333	1	< 0.1%
-1.44	1	< 0.1%
-1.383333333	1	< 0.1%
-1.376666667	1	< 0.1%

Value	Count	Frequency (%)
3.44	1	< 0.1%
3.423333333	1	< 0.1%
3.073333333	1	< 0.1%
2.93	1	< 0.1%
2.696666667	1	< 0.1%
2.63	1	< 0.1%
2.603333333	1	< 0.1%
2.57	1	< 0.1%
2.566666667	1	< 0.1%
2.46	1	< 0.1%

Cred1
Real number (ℝ)

Distinct	1145
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66669361

Minimum	-14.27
Maximum	8.1766667
Zeros	6
Zeros (%)	< 0.1%
Negative	704
Negative (%)	0.4%
Memory size	2.4 MiB

Quantile statistics

Minimum	-14.27
5-th percentile	0.51
Q1	0.61333333
median	0.66333333
Q3	0.71666667
95-th percentile	0.83
Maximum	8.1766667
Range	22.446667
Interquartile range (IQR)	0.10333333

Descriptive statistics

Standard deviation	0.20812984
Coefficient of variation (CV)	0.31218214
Kurtosis	501.92582
Mean	0.66669361
Median Absolute Deviation (MAD)	0.05
Skewness	-6.0046246
Sum	106331.63
Variance	0.043318029
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6633333333	3118	2.0%
0.6533333333	2985	1.9%
0.66	2985	1.9%
0.65	2963	1.9%
0.67	2947	1.8%
0.6466666667	2922	1.8%
0.6666666667	2883	1.8%
0.6433333333	2864	1.8%
0.6733333333	2857	1.8%
0.6566666667	2849	1.8%
Other values (1135)	130118	81.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-14.27	1	< 0.1%
-10.27666667	1	< 0.1%
-9.423333333	1	< 0.1%
-8.25	1	< 0.1%
-8.143333333	1	< 0.1%
-7.073333333	1	< 0.1%
-6.86	1	< 0.1%
-6.263333333	1	< 0.1%
-6.253333333	1	< 0.1%
-6.01	1	< 0.1%

Value	Count	Frequency (%)
8.176666667	1	< 0.1%
7.6	1	< 0.1%
7.076666667	1	< 0.1%
7	1	< 0.1%
6.983333333	1	< 0.1%
6.786666667	1	< 0.1%
6.536666667	1	< 0.1%
6.433333333	1	< 0.1%
5.906666667	1	< 0.1%
5.876666667	1	< 0.1%

Cred2
Real number (ℝ)

Distinct	467
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66570649

Minimum	-0.28
Maximum	2.1933333
Zeros	5
Zeros (%)	< 0.1%
Negative	154
Negative (%)	0.1%
Memory size	2.4 MiB

Quantile statistics

Minimum	-0.28
5-th percentile	0.28333333
Q1	0.54666667
median	0.68
Q3	0.81333333
95-th percentile	0.95666667
Maximum	2.1933333
Range	2.4733333
Interquartile range (IQR)	0.26666667

Descriptive statistics

Standard deviation	0.20239785
Coefficient of variation (CV)	0.30403467
Kurtosis	0.58256709
Mean	0.66570649
Median Absolute Deviation (MAD)	0.13333333
Skewness	-0.55266308
Sum	106174.19
Variance	0.040964891
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.68	2054	1.3%
0.6733333333	2025	1.3%
0.6766666667	1960	1.2%
0.6833333333	1945	1.2%
0.67	1943	1.2%
0.6666666667	1891	1.2%
0.6866666667	1831	1.1%
0.6633333333	1802	1.1%
0.66	1721	1.1%
0.69	1679	1.1%
Other values (457)	140640	88.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.28	1	< 0.1%
-0.2733333333	1	< 0.1%
-0.27	1	< 0.1%
-0.2633333333	1	< 0.1%
-0.26	1	< 0.1%
-0.2466666667	1	< 0.1%
-0.2433333333	2	< 0.1%
-0.24	1	< 0.1%
-0.2333333333	2	< 0.1%
-0.2266666667	1	< 0.1%

Value	Count	Frequency (%)
2.193333333	1	< 0.1%
2.006666667	1	< 0.1%
2	1	< 0.1%
1.993333333	1	< 0.1%
1.983333333	2	< 0.1%
1.98	1	< 0.1%
1.976666667	1	< 0.1%
1.9	2	< 0.1%
1.896666667	1	< 0.1%
1.88	1	< 0.1%

Cred3
Real number (ℝ)

Distinct	592
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66668257

Minimum	-2.7666667
Maximum	2.61
Zeros	7
Zeros (%)	< 0.1%
Negative	467
Negative (%)	0.3%
Memory size	2.4 MiB

Quantile statistics

Minimum	-2.7666667
5-th percentile	0.39333333
Q1	0.56
median	0.67333333
Q3	0.78333333
95-th percentile	0.92
Maximum	2.61
Range	5.3766667
Interquartile range (IQR)	0.22333333

Descriptive statistics

Standard deviation	0.17377848
Coefficient of variation (CV)	0.2606615
Kurtosis	4.4799292
Mean	0.66668257
Median Absolute Deviation (MAD)	0.11
Skewness	-0.45148617
Sum	106329.87
Variance	0.030198959
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5766666667	1459	0.9%
0.57	1427	0.9%
0.75	1360	0.9%
0.58	1346	0.8%
0.79	1345	0.8%
0.5866666667	1324	0.8%
0.5733333333	1320	0.8%
0.7366666667	1317	0.8%
0.7433333333	1315	0.8%
0.7466666667	1306	0.8%
Other values (582)	145972	91.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2.766666667	1	< 0.1%
-2.233333333	1	< 0.1%
-1.833333333	1	< 0.1%
-1.476666667	1	< 0.1%
-0.9766666667	1	< 0.1%
-0.95	1	< 0.1%
-0.9266666667	1	< 0.1%
-0.8533333333	1	< 0.1%
-0.85	1	< 0.1%
-0.8466666667	2	< 0.1%

Value	Count	Frequency (%)
2.61	1	< 0.1%
2.513333333	1	< 0.1%
2.506666667	1	< 0.1%
2.49	1	< 0.1%
2.276666667	1	< 0.1%
2.183333333	1	< 0.1%
2.17	1	< 0.1%
2.1	1	< 0.1%
2.01	1	< 0.1%
1.993333333	1	< 0.1%

Cred4
Real number (ℝ)

Distinct	449
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66695726

Minimum	-0.08
Maximum	1.84
Zeros	0
Zeros (%)	0.0%
Negative	1
Negative (%)	< 0.1%
Memory size	2.4 MiB

Quantile statistics

Minimum	-0.08
5-th percentile	0.43333333
Q1	0.55666667
median	0.65
Q3	0.74666667
95-th percentile	0.97333333
Maximum	1.84
Range	1.92
Interquartile range (IQR)	0.19

Descriptive statistics

Standard deviation	0.1607923
Coefficient of variation (CV)	0.24108336
Kurtosis	0.9781157
Mean	0.66695726
Median Absolute Deviation (MAD)	0.093333333
Skewness	0.58735812
Sum	106373.68
Variance	0.025854163
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7	2319	1.5%
0.6966666667	2131	1.3%
0.69	1943	1.2%
0.7133333333	1943	1.2%
0.6933333333	1886	1.2%
0.7166666667	1879	1.2%
0.7033333333	1847	1.2%
0.7066666667	1775	1.1%
0.6333333333	1754	1.1%
0.5566666667	1741	1.1%
Other values (439)	140273	88.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.08	1	< 0.1%
0.04666666667	1	< 0.1%
0.07333333333	1	< 0.1%
0.07666666667	1	< 0.1%
0.09	1	< 0.1%
0.09333333333	1	< 0.1%
0.1133333333	2	< 0.1%
0.1166666667	2	< 0.1%
0.12	1	< 0.1%
0.1333333333	3	< 0.1%

Value	Count	Frequency (%)
1.84	1	< 0.1%
1.82	1	< 0.1%
1.806666667	1	< 0.1%
1.74	1	< 0.1%
1.706666667	2	< 0.1%
1.696666667	1	< 0.1%
1.69	2	< 0.1%
1.68	2	< 0.1%
1.676666667	1	< 0.1%
1.666666667	1	< 0.1%

Cred5
Real number (ℝ)

Distinct	851
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66679612

Minimum	-2.6333333
Maximum	11.203333
Zeros	9
Zeros (%)	< 0.1%
Negative	698
Negative (%)	0.4%
Memory size	2.4 MiB

Quantile statistics

Minimum	-2.6333333
5-th percentile	0.52833333
Q1	0.64333333
median	0.66666667
Q3	0.69666667
95-th percentile	0.79666667
Maximum	11.203333
Range	13.836667
Interquartile range (IQR)	0.053333333

Descriptive statistics

Standard deviation	0.13574386
Coefficient of variation (CV)	0.20357625
Kurtosis	315.13875
Mean	0.66679612
Median Absolute Deviation (MAD)	0.026666667
Skewness	0.79666366
Sum	106347.98
Variance	0.018426394
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.66	6658	4.2%
0.6566666667	6290	3.9%
0.6766666667	5966	3.7%
0.6633333333	5892	3.7%
0.6666666667	5886	3.7%
0.6733333333	5705	3.6%
0.67	5602	3.5%
0.6533333333	5278	3.3%
0.68	5171	3.2%
0.6433333333	5083	3.2%
Other values (841)	101960	63.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2.633333333	1	< 0.1%
-2.616666667	1	< 0.1%
-2.596666667	1	< 0.1%
-2.513333333	2	< 0.1%
-2.463333333	1	< 0.1%
-2.293333333	1	< 0.1%
-2.28	1	< 0.1%
-2.19	1	< 0.1%
-2.086666667	1	< 0.1%
-1.92	1	< 0.1%

Value	Count	Frequency (%)
11.20333333	1	< 0.1%
4.716666667	1	< 0.1%
4.38	1	< 0.1%
4.17	1	< 0.1%
4.046666667	1	< 0.1%
3.96	1	< 0.1%
3.733333333	1	< 0.1%
3.57	1	< 0.1%
3.366666667	1	< 0.1%
3.363333333	1	< 0.1%

Cred6
Real number (ℝ)

Distinct	685
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66687606

Minimum	-4.4766667
Maximum	5.98
Zeros	2
Zeros (%)	< 0.1%
Negative	255
Negative (%)	0.2%
Memory size	2.4 MiB

Quantile statistics

Minimum	-4.4766667
5-th percentile	0.56
Q1	0.65
median	0.67
Q3	0.69333333
95-th percentile	0.75333333
Maximum	5.98
Range	10.456667
Interquartile range (IQR)	0.043333333

Descriptive statistics

Standard deviation	0.10792508
Coefficient of variation (CV)	0.16183679
Kurtosis	561.52834
Mean	0.66687606
Median Absolute Deviation (MAD)	0.02
Skewness	8.0357025
Sum	106360.73
Variance	0.011647824
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6733333333	10384	6.5%
0.67	9325	5.8%
0.6766666667	8741	5.5%
0.6666666667	6809	4.3%
0.6533333333	6639	4.2%
0.6466666667	6511	4.1%
0.6566666667	6248	3.9%
0.65	6125	3.8%
0.68	5571	3.5%
0.6633333333	5051	3.2%
Other values (675)	88087	55.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-4.476666667	1	< 0.1%
-2.54	1	< 0.1%
-2.22	1	< 0.1%
-2.16	1	< 0.1%
-2.12	1	< 0.1%
-2.103333333	1	< 0.1%
-2.093333333	1	< 0.1%
-2.076666667	1	< 0.1%
-2.063333333	1	< 0.1%
-2.03	1	< 0.1%

Value	Count	Frequency (%)
5.98	1	< 0.1%
5.956666667	1	< 0.1%
5.923333333	1	< 0.1%
5.91	1	< 0.1%
5.883333333	1	< 0.1%
5.876666667	1	< 0.1%
5.873333333	1	< 0.1%
5.84	1	< 0.1%
5.806666667	1	< 0.1%
5.803333333	1	< 0.1%

Normalised_FNT
Real number (ℝ)

Distinct	24320
Distinct (%)	15.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-228.03984

Minimum	-250
Maximum	6172.79
Zeros	73
Zeros (%)	< 0.1%
Negative	157790
Negative (%)	98.9%
Memory size	2.4 MiB

Quantile statistics

Minimum	-250
5-th percentile	-249.775
Q1	-248.625
median	-244.55
Q3	-230.92625
95-th percentile	-159.375
Maximum	6172.79
Range	6422.79
Interquartile range (IQR)	17.69875

Descriptive statistics

Standard deviation	62.869229
Coefficient of variation (CV)	-0.27569406
Kurtosis	954.5372
Mean	-228.03984
Median Absolute Deviation (MAD)	5.025
Skewness	17.990069
Sum	-36370302
Variance	3952.54
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-249.75	7608	4.8%
-249.505	3396	2.1%
-249.7775	2796	1.8%
-247.5025	2654	1.7%
-246.25	1806	1.1%
-247.5	1716	1.1%
-249.81	1698	1.1%
-249.6775	1645	1.0%
-249.5525	1462	0.9%
-249.7525	1295	0.8%
Other values (24310)	133415	83.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-250	992	0.6%
-249.9975	430	0.3%
-249.995	47	< 0.1%
-249.99	5	< 0.1%
-249.9875	18	< 0.1%
-249.985	3	< 0.1%
-249.9825	6	< 0.1%
-249.98	6	< 0.1%
-249.9775	2	< 0.1%
-249.975	17	< 0.1%

Value	Count	Frequency (%)
6172.79	1	< 0.1%
2977.7325	1	< 0.1%
2724.5225	1	< 0.1%
2697.46	1	< 0.1%
2299.86	1	< 0.1%
2250	1	< 0.1%
1947.565	1	< 0.1%
1840	1	< 0.1%
1795.675	1	< 0.1%
1678.1075	1	< 0.1%

Target
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.4 MiB

0	159215
1	276

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	159491
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	159215	99.8%
1	276	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	159215	99.8%
1	276	0.2%

Most occurring characters

Value	Count	Frequency (%)
0	159215	99.8%
1	276	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	159491	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	159215	99.8%
1	276	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	159491	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	159215	99.8%
1	276	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	159491	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	159215	99.8%
1	276	0.2%

Auto

Heatmap
Table

	id	Per1	Per2	Per3	Per4	Per5	Per6	Per7	Per8	Per9	Dem1	Dem2	Dem3	Dem4	Dem5	Dem6	Dem7	Dem8	Dem9	Cred1	Cred2	Cred3	Cred4	Cred5	Cred6	Normalised_FNT	Target
id	1.000	0.191	-0.006	-0.471	-0.143	0.227	-0.114	0.116	-0.103	0.016	-0.227	-0.044	-0.206	0.002	0.090	0.021	-0.119	0.093	0.131	0.151	-0.014	-0.261	0.002	-0.032	-0.139	-0.039	0.021
Per1	0.191	1.000	-0.386	-0.412	0.102	-0.103	-0.086	-0.226	-0.240	0.140	0.012	0.052	0.030	0.039	-0.045	0.031	-0.210	-0.064	-0.030	0.146	0.001	0.050	0.008	-0.106	-0.211	-0.086	0.164
Per2	-0.006	-0.386	1.000	0.072	0.155	0.340	-0.110	0.424	0.008	-0.081	-0.012	0.026	0.036	0.068	0.013	0.000	0.040	-0.098	-0.055	-0.092	0.013	-0.087	0.033	0.131	0.140	-0.500	0.208
Per3	-0.471	-0.412	0.072	1.000	0.060	-0.226	0.171	-0.075	0.165	-0.028	0.054	0.005	0.053	-0.045	-0.043	-0.014	0.107	-0.038	0.006	-0.141	-0.003	0.034	-0.018	0.141	0.178	0.000	0.381
Per4	-0.143	0.102	0.155	0.060	1.000	0.020	0.075	0.060	-0.011	0.104	-0.012	-0.026	0.053	-0.041	0.022	-0.014	-0.010	0.041	-0.004	0.011	-0.010	0.057	-0.062	-0.035	0.001	-0.024	0.375
Per5	0.227	-0.103	0.340	-0.226	0.020	1.000	-0.004	0.429	-0.054	-0.058	0.014	0.020	-0.040	-0.008	-0.015	0.013	0.058	-0.041	-0.011	-0.107	-0.024	-0.019	0.028	0.016	-0.026	-0.313	0.202
Per6	-0.114	-0.086	-0.110	0.171	0.075	-0.004	1.000	-0.293	0.445	0.026	0.059	-0.004	-0.045	-0.020	0.050	0.032	0.052	0.033	0.040	-0.050	-0.139	-0.010	-0.023	0.076	0.023	0.204	0.115
Per7	0.116	-0.226	0.424	-0.075	0.060	0.429	-0.293	1.000	-0.388	-0.099	0.007	-0.018	-0.050	-0.122	-0.066	-0.002	0.164	-0.022	-0.023	-0.186	-0.013	-0.045	0.017	-0.094	0.056	-0.028	0.315
Per8	-0.103	-0.240	0.008	0.165	-0.011	-0.054	0.445	-0.388	1.000	-0.004	0.051	-0.144	-0.015	0.087	0.065	-0.032	0.004	0.075	0.020	0.075	-0.026	-0.077	-0.007	0.191	0.090	0.003	0.206
Per9	0.016	0.140	-0.081	-0.028	0.104	-0.058	0.026	-0.099	-0.004	1.000	-0.031	-0.048	-0.005	-0.032	-0.014	0.003	-0.016	-0.070	-0.002	0.074	-0.001	-0.020	0.024	-0.001	-0.105	-0.077	0.479
Dem1	-0.227	0.012	-0.012	0.054	-0.012	0.014	0.059	0.007	0.051	-0.031	1.000	-0.032	-0.035	0.067	0.068	0.008	0.043	-0.000	-0.000	0.029	-0.005	-0.003	-0.005	-0.028	-0.028	-0.046	0.613
Dem2	-0.044	0.052	0.026	0.005	-0.026	0.020	-0.004	-0.018	-0.144	-0.048	-0.032	1.000	0.012	0.001	-0.009	-0.004	0.095	-0.050	0.005	0.001	0.003	0.006	-0.004	0.002	-0.010	-0.007	0.009
Dem3	-0.206	0.030	0.036	0.053	0.053	-0.040	-0.045	-0.050	-0.015	-0.005	-0.035	0.012	1.000	0.014	0.014	-0.056	0.093	0.032	0.002	0.031	0.023	0.011	-0.018	0.029	0.036	-0.072	0.007
Dem4	0.002	0.039	0.068	-0.045	-0.041	-0.008	-0.020	-0.122	0.087	-0.032	0.067	0.001	0.014	1.000	0.026	0.015	0.175	0.092	-0.046	0.043	-0.030	-0.014	0.041	-0.046	-0.009	-0.107	0.604
Dem5	0.090	-0.045	0.013	-0.043	0.022	-0.015	0.050	-0.066	0.065	-0.014	0.068	-0.009	0.014	0.026	1.000	-0.001	-0.106	0.026	0.057	-0.107	-0.049	-0.009	-0.026	0.019	0.019	0.047	0.503
Dem6	0.021	0.031	0.000	-0.014	-0.014	0.013	0.032	-0.002	-0.032	0.003	0.008	-0.004	-0.056	0.015	-0.001	1.000	0.234	-0.008	-0.014	-0.083	-0.053	0.006	-0.015	-0.020	-0.041	-0.009	0.084
Dem7	-0.119	-0.210	0.040	0.107	-0.010	0.058	0.052	0.164	0.004	-0.016	0.043	0.095	0.093	0.175	-0.106	0.234	1.000	0.111	0.037	-0.194	0.042	0.046	0.047	0.103	0.275	0.201	0.018
Dem8	0.093	-0.064	-0.098	-0.038	0.041	-0.041	0.033	-0.022	0.075	-0.070	-0.000	-0.050	0.032	0.092	0.026	-0.008	0.111	1.000	0.675	-0.251	0.032	0.039	-0.041	-0.024	0.069	0.195	0.064
Dem9	0.131	-0.030	-0.055	0.006	-0.004	-0.011	0.040	-0.023	0.020	-0.002	-0.000	0.005	0.002	-0.046	0.057	-0.014	0.037	0.675	1.000	-0.239	0.013	0.029	-0.041	0.074	-0.035	0.079	0.059
Cred1	0.151	0.146	-0.092	-0.141	0.011	-0.107	-0.050	-0.186	0.075	0.074	0.029	0.001	0.031	0.043	-0.107	-0.083	-0.194	-0.251	-0.239	1.000	0.098	-0.427	-0.000	0.048	-0.069	-0.058	0.021
Cred2	-0.014	0.001	0.013	-0.003	-0.010	-0.024	-0.139	-0.013	-0.026	-0.001	-0.005	0.003	0.023	-0.030	-0.049	-0.053	0.042	0.032	0.013	0.098	1.000	0.001	0.008	-0.040	0.045	-0.013	0.008
Cred3	-0.261	0.050	-0.087	0.034	0.057	-0.019	-0.010	-0.045	-0.077	-0.020	-0.003	0.006	0.011	-0.014	-0.009	0.006	0.046	0.039	0.029	-0.427	0.001	1.000	-0.053	-0.093	-0.051	0.023	0.030
Cred4	0.002	0.008	0.033	-0.018	-0.062	0.028	-0.023	0.017	-0.007	0.024	-0.005	-0.004	-0.018	0.041	-0.026	-0.015	0.047	-0.041	-0.041	-0.000	0.008	-0.053	1.000	-0.164	-0.021	-0.065	0.000
Cred5	-0.032	-0.106	0.131	0.141	-0.035	0.016	0.076	-0.094	0.191	-0.001	-0.028	0.002	0.029	-0.046	0.019	-0.020	0.103	-0.024	0.074	0.048	-0.040	-0.093	-0.164	1.000	0.461	-0.127	0.051
Cred6	-0.139	-0.211	0.140	0.178	0.001	-0.026	0.023	0.056	0.090	-0.105	-0.028	-0.010	0.036	-0.009	0.019	-0.041	0.275	0.069	-0.035	-0.069	0.045	-0.051	-0.021	0.461	1.000	0.011	0.065
Normalised_FNT	-0.039	-0.086	-0.500	0.000	-0.024	-0.313	0.204	-0.028	0.003	-0.077	-0.046	-0.007	-0.072	-0.107	0.047	-0.009	0.201	0.195	0.079	-0.058	-0.013	0.023	-0.065	-0.127	0.011	1.000	0.000
Target	0.021	0.164	0.208	0.381	0.375	0.202	0.115	0.315	0.206	0.479	0.613	0.009	0.007	0.604	0.503	0.084	0.018	0.064	0.059	0.021	0.008	0.030	0.000	0.051	0.065	0.000	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	id	Group	Per1	Per2	Per3	Per4	Per5	Per6	Per7	Per8	Per9	Dem1	Dem2	Dem3	Dem4	Dem5	Dem6	Dem7	Dem8	Dem9	Cred1	Cred2	Cred3	Cred4	Cred5	Cred6	Normalised_FNT
47130	64508	Grp66	0.110000	-0.916667	0.726667	1.580000	-0.193333	1.030000	0.996667	0.656667	1.010000	0.890000	0.990000	-0.110000	0.536667	0.720000	0.700000	1.586667	0.916667	0.486667	0.236667	0.890000	0.670000	0.493333	0.613333	0.760000	103.6850
114257	236466	Grp10	0.380000	0.870000	0.733333	0.346667	0.956667	1.120000	0.816667	0.953333	0.630000	0.673333	0.760000	0.763333	0.070000	-0.173333	0.190000	0.590000	0.720000	0.843333	0.750000	0.606667	0.453333	0.636667	0.690000	0.700000	-235.0000
97487	21034	Grp46	1.016667	0.570000	0.896667	0.946667	0.370000	0.513333	0.586667	0.703333	0.830000	0.986667	0.090000	0.443333	0.676667	0.636667	0.810000	0.633333	0.593333	0.433333	0.686667	0.836667	0.733333	0.716667	0.653333	0.673333	-233.7525
37519	173406	Grp71	0.686667	0.746667	1.196667	0.750000	0.500000	0.526667	0.706667	0.593333	0.976667	0.500000	0.820000	0.986667	0.556667	0.753333	0.793333	0.666667	0.753333	1.036667	0.740000	0.803333	0.073333	0.490000	0.696667	0.700000	-242.4400
63159	281031	Grp143	0.583333	0.933333	1.160000	0.750000	0.700000	0.570000	0.810000	0.690000	0.703333	0.250000	0.536667	0.806667	0.800000	0.833333	0.366667	0.593333	0.773333	1.006667	0.596667	0.630000	0.516667	0.456667	0.746667	0.733333	-249.7500
72232	25665	Grp10	1.070000	0.656667	0.783333	0.646667	0.553333	0.570000	0.596667	0.680000	0.640000	1.223333	0.766667	0.853333	0.710000	0.563333	0.620000	0.640000	0.713333	0.826667	0.646667	0.703333	0.770000	1.043333	0.643333	0.663333	-249.4575
33635	231052	Grp96	1.326667	0.553333	0.566667	0.820000	0.420000	0.423333	0.506667	0.646667	1.120000	0.350000	0.536667	0.903333	0.743333	0.630000	0.650000	0.583333	0.603333	0.526667	0.790000	0.640000	0.520000	0.460000	0.676667	0.656667	-247.5000
64969	186090	Grp7	1.286667	0.470000	0.593333	0.823333	0.373333	0.553333	0.436667	0.693333	1.086667	0.906667	0.563333	0.603333	0.750000	0.923333	0.660000	0.610000	0.773333	1.023333	0.686667	0.703333	0.630000	0.606667	0.676667	0.653333	-239.4875
203318	241313	Grp202	0.743333	1.066667	-0.096667	0.336667	1.170000	0.193333	1.196667	0.590000	0.430000	0.220000	1.056667	0.343333	0.383333	0.526667	0.660000	0.576667	0.853333	1.246667	0.646667	0.866667	0.330000	0.690000	0.720000	0.753333	-246.4650
126954	54868	Grp24	0.946667	0.500000	1.023333	1.050000	0.443333	1.000000	0.430000	0.826667	0.853333	1.130000	0.533333	0.826667	0.626667	0.623333	0.366667	0.666667	0.763333	0.933333	0.623333	0.576667	0.760000	0.590000	0.693333	0.680000	-222.7925

	id	Group	Per1	Per2	Per3	Per4	Per5	Per6	Per7	Per8	Per9	Dem1	Dem2	Dem3	Dem4	Dem5	Dem6	Dem7	Dem8	Dem9	Cred1	Cred2	Cred3	Cred4	Cred5	Cred6	Normalised_FNT
5464	115745	Grp390	-1.263333	2.186667	-0.090000	-0.183333	1.206667	1.690000	0.816667	0.896667	2.143333	0.866667	0.633333	1.173333	0.606667	0.543333	0.576667	1.743333	0.246667	0.246667	0.710000	0.963333	1.023333	0.676667	1.133333	0.756667	-247.3175
140298	200249	Grp41	0.450000	0.996667	0.453333	0.360000	0.920000	0.360000	0.920000	0.786667	0.513333	0.850000	0.386667	0.536667	0.960000	1.100000	0.396667	0.590000	0.776667	0.903333	0.556667	0.476667	0.806667	0.603333	0.630000	0.646667	-240.3875
63025	224505	Grp9	0.600000	0.776667	0.113333	0.620000	0.646667	0.580000	1.066667	0.773333	0.573333	0.743333	0.300000	0.733333	0.890000	1.200000	0.730000	0.743333	0.823333	0.943333	0.796667	0.356667	0.613333	0.626667	0.613333	0.650000	-187.3500
124740	145136	Grp146	1.290000	0.480000	0.586667	0.850000	0.390000	0.480000	0.500000	0.616667	1.030000	0.406667	1.113333	0.740000	0.750000	0.636667	0.556667	0.670000	0.756667	0.976667	0.686667	0.716667	0.596667	0.870000	0.660000	0.656667	-232.5025
200671	97152	Grp135	0.993333	0.426667	1.050000	0.806667	0.163333	0.483333	0.490000	0.676667	1.080000	0.473333	0.493333	0.580000	0.606667	0.443333	0.770000	0.700000	0.616667	0.516667	0.676667	0.926667	0.680000	0.970000	0.646667	0.680000	-220.8050
184247	82098	Grp156	0.150000	0.673333	1.063333	0.533333	0.773333	0.480000	1.090000	0.530000	0.680000	0.603333	0.556667	0.913333	0.696667	0.356667	0.353333	0.536667	0.566667	0.563333	0.573333	0.710000	0.540000	0.703333	0.730000	0.610000	-197.2500
43522	174210	Grp563	1.146667	0.483333	0.046667	1.243333	0.710000	0.560000	0.716667	0.650000	0.923333	0.470000	0.453333	0.903333	0.980000	1.023333	0.370000	0.783333	0.690000	0.570000	0.643333	0.766667	0.616667	0.426667	0.670000	0.686667	-179.8000
12718	25422	Grp252	-0.496667	1.630000	0.766667	-0.053333	0.446667	0.416667	0.813333	0.760000	1.463333	1.020000	0.276667	0.726667	0.856667	0.723333	0.470000	1.173333	0.476667	0.550000	0.650000	0.650000	0.703333	0.870000	0.680000	0.433333	-249.6350
198410	181574	Grp201	1.293333	0.146667	0.343333	0.243333	0.573333	1.243333	0.180000	0.870000	0.686667	0.920000	0.400000	0.956667	0.996667	0.203333	0.583333	0.683333	0.840000	1.110000	0.696667	0.356667	0.530000	0.670000	0.676667	0.650000	-225.0000
199795	138742	Grp125	0.573333	1.050000	0.986667	0.620000	0.830000	0.503333	0.910000	0.650000	0.526667	0.376667	0.930000	0.966667	0.866667	0.690000	0.740000	0.723333	0.563333	0.400000	0.623333	0.503333	0.656667	0.706667	0.750000	0.696667	-249.5525

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample